Sanity Checks for Agentic Data Science

ArXi:2604.11003v1 Announce Type: new Agentic data science (ADS) pipelines have grown rapidly in both capability and adoption, with systems such as OpenAI Codex now able to directly analyze datasets and produce answers to statistical questions. However, these systems can reach falsely optimistic